Terminological Ontology Learning and Population using LDA.
Francesco ColaceMassimo De SantoLuca GrecoVincenzo MoscatoAntonio PicarielloPublished in: DMS (2014)
Keyphrases
- ontology learning
- latent dirichlet allocation
- semantic relations
- topic models
- text corpora
- semantic web
- background knowledge
- term extraction
- natural language processing
- knowledge base
- topic modeling
- knowledge acquisition
- knowledge representation
- generative model
- knowledge intensive
- feature extraction
- information processing
- ontology engineering
- automatic or semi automatic
- text mining
- inductive logic programming
- dimensionality reduction
- information technology
- description logics
- principal component analysis
- knowledge discovery
- probabilistic model
- artificial intelligence
- machine learning